Does the FPS of the playback matter?
Yes, the render will be fine.  Make sure however that you bump up the quality back up to 100%, otherwise it will (just a guess) render an animation 72x128 pixels.  Playback FPS is just the realtime playback speed.  Do keep in mind that your computer may not progress through the render very quickly though.